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Ensures post_process_instance_segmentation and post_process_panoptic_segmentation methods return a tensor of shape (target_height, target_width) filled with -1 values if no segment with score > threshold is found.

* removes roberta and bert config dependencies from longformer

* adds copied from statements

* fixes style

* removes excessive comments and replace bert with longformer in a couple places

* fixes style

* Add a build_from_serving_sig_and_dummies method and replace all calls like model(model.dummy_inputs) with it.

* make fixup

* Remove the overridden save() as this is no longer necessary

* Also call _set_save_spec(), the last missing piece

* Ensure we set the save spec when loading from config too

* Turn this whole thing into a one-line PR

* Turn this whole thing into a one-line PR

* Turn this whole thing into a one-line PR
Co-authored-by: Your Name <you@example.com>

* change `BloomConfig` docstring

- slightly change the docstring of the `BloomConfig`
- Use correct default vocab size
- Use correct default `hidden_dim`, `n_head`

* Update src/transformers/models/bloom/configuration_bloom.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/bloom/configuration_bloom.py
Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>

* make style
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: SaulLu <55560583+SaulLu@users.noreply.github.com>

* copies over roberta tokenizer to longformertokenizer since they are both identical

* adds Copied from patterns to pass copy check

* add sudachipy and jumanpp tokenizers for bert_japanese

* use ImportError instead of ModuleNotFoundError in SudachiTokenizer and JumanppTokenizer

* put test cases of test_tokenization_bert_japanese in one line

* add require_sudachi and require_jumanpp decorator for testing

* add sudachi and pyknp(jumanpp) to dependencies

* remove sudachi_dict_small and sudachi_dict_full from dependencies

* empty commit for ci

Co-authored-by: Mustapha AJEGHRIR <mustapha.ajeghrir@kleegroup.com>

* remove XLMTokenizer inheritance from FlaubertTokenizer

* remove XLMTokenizer inheritance from FlaubertTokenizer

* remove XLMTokenizer inheritance from FlaubertTokenizer

* remove XLMTokenizer inheritance from FlaubertTokenizer: fixed styling

* removed repo-consistensy issue

* removed interdependency of BERTTokenizer in tokenization of prophetnet

* fix: style

- Improves MaskFormer docs, corrects minor typos
- Restructures MaskFormerFeatureExtractor.post_process_panoptic_segmentation for better readability, adds target_sizes argument for optional resizing
- Adds post_process_semantic_segmentation and post_process_instance_segmentation methods.
- Adds a deprecation warning to post_process_segmentation method in favour of post_process_instance_segmentation

* removing XLMConfig inheritance from FlaubertConfig

* removing XLMConfig inheritance from FlaubertConfig

* Fixed styling issue

* Update configuration_flaubert.py
Co-authored-by: Druhin Abrol <druhinabrol@192.168.1.6>

* Remove interdependency from OpenAI tokenizer

* Adjust import order for linter

* Clamping hidden state values to allow FP16

* Reformating

* Adding missing if condition

* Update src/transformers/models/longt5/modeling_longt5.py
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Update src/transformers/models/longt5/modeling_longt5.py
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Update src/transformers/models/longt5/modeling_longt5.py
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Formating file
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* add bloom for question answering

- attempt to add Bloom for question answering
- adapted from `GPTJForQuestionAnswering`
- Fixed `num_labels` to `2` for common tests
- Added a bit of docstring
- All common tests pass

* Update src/transformers/models/bloom/modeling_bloom.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* revert changes related to `num_labels`
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* removing BertConfig inheritance

* fix missing arguments

in stale.yml

* Added type hints for TF: rag model

* TFModelInputType added in place of TF.Tensor

* reformatting by black

* Update modeling_tf_led.py

* Update modeling_tf_led.py

Co-authored-by: Your Name <you@example.com>

Bumps [joblib](https://github.com/joblib/joblib) from 0.16.0 to 1.2.0.
- [Release notes](https://github.com/joblib/joblib/releases)
- [Changelog](https://github.com/joblib/joblib/blob/master/CHANGES.rst)
- [Commits](https://github.com/joblib/joblib/compare/0.16.0...1.2.0

)

---
updated-dependencies:
- dependency-name: joblib
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [joblib](https://github.com/joblib/joblib) from 1.1.0 to 1.2.0.
- [Release notes](https://github.com/joblib/joblib/releases)
- [Changelog](https://github.com/joblib/joblib/blob/master/CHANGES.rst)
- [Commits](https://github.com/joblib/joblib/compare/1.1.0...1.2.0

)

---
updated-dependencies:
- dependency-name: joblib
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [joblib](https://github.com/joblib/joblib) from 0.16.0 to 1.2.0.
- [Release notes](https://github.com/joblib/joblib/releases)
- [Changelog](https://github.com/joblib/joblib/blob/master/CHANGES.rst)
- [Commits](https://github.com/joblib/joblib/compare/0.16.0...1.2.0

)

---
updated-dependencies:
- dependency-name: joblib
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update protobuf dependency to fix vulnerability

* Update `dependency_versions_table.py` to include updated protobuf.

* split onnx and torchscript docs

* make style

* apply reviews

* Update no_trainer script for summarization

* removed unnecessary import

* fixes notation mistake

* removed: unused variable

* Restructure DetrFeatureExtractor post-processing methods
* Update post_process_instance_segmentation and post_process_panoptic_segmentation methods to return prediction scores
* Update DETR models docs